US9593670B2 - System and methods for reducing wind turbine noise - Google Patents
System and methods for reducing wind turbine noise Download PDFInfo
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- US9593670B2 US9593670B2 US14/266,108 US201414266108A US9593670B2 US 9593670 B2 US9593670 B2 US 9593670B2 US 201414266108 A US201414266108 A US 201414266108A US 9593670 B2 US9593670 B2 US 9593670B2
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Classifications
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F03—MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
- F03D—WIND MOTORS
- F03D7/00—Controlling wind motors
- F03D7/02—Controlling wind motors the wind motors having rotation axis substantially parallel to the air flow entering the rotor
- F03D7/0296—Controlling wind motors the wind motors having rotation axis substantially parallel to the air flow entering the rotor to prevent, counteract or reduce noise emissions
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
- F05B—INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G
- F05B2260/00—Function
- F05B2260/96—Preventing, counteracting or reducing vibration or noise
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
- F05B—INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G
- F05B2270/00—Control
- F05B2270/30—Control parameters, e.g. input parameters
- F05B2270/303—Temperature
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E10/00—Energy generation through renewable energy sources
- Y02E10/70—Wind energy
- Y02E10/72—Wind turbines with rotation axis in wind direction
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- Y02E10/723—
Definitions
- the subject matter described herein relates generally to reducing noise generated by an airfoil, and more specifically, to devices and methods for reducing noise by heating the boundary layer at the trailing edge of an airfoil.
- a wind turbine includes a rotor that includes a rotatable hub assembly having multiple blades coupled thereto.
- the blades transform wind energy into a mechanical rotational torque that drives one or more generators via the rotor.
- Some known wind turbine blades may generate considerable noise during operation of the wind turbine.
- local authorities having the responsibility for granting permission for installing wind turbines may refuse to allow installation due to the noise.
- the wind turbine installation may be authorized with set maximum sound pressure levels that cannot be exceeded. For example, in some locations, issuance of installation permits for wind turbines is based on the environmental noise impact affected or potentially affected by the wind turbine.
- a wind turbine may be forced to run in a noise-reduced operating mode due to the noise made by the wind turbine or turbines, which in turn may decrease the annual energy production of the wind turbine.
- Aerodynamic noise can be divided into two main general groups. These groups include airfoil self-noise, due to interaction of air flow with the blades, and turbulent inflow noise, due to scattering of turbulent airflow fluctuations by the blades. Airfoil self-noise is further divided into various noise mechanisms, one such example being trailing edge noise. Trailing edge noise is caused by the interaction of turbulence in the boundary layer with the blade trailing edge.
- the boundary layer is a very thin sheet of air lying over the surface of the blade that tends to adhere to the blade.
- air in the boundary layer region near the leading edge flows smoothly over the streamlined shape of the blade generating a laminar flow layer.
- the thickness of this laminar flow boundary layer increases due to friction with the blade.
- a turbulent layer begins to form over the laminar layer.
- the thickness of the turbulent layer increases and the thickness of the laminar layer decreases as the air flows further along the blade.
- the onset of transition flow, where the boundary layer changes from laminar to turbulent is called the “transition point,” and is where drag due to skin fiction becomes relatively high. This transition point tends to move forward on the chord of the blade as the speed and angle of attack of the blade increases, resulting in more drag and more noise-causing turbulence.
- a method for reducing noise generated by a wind turbine includes measuring a reference temperature of the wind turbine, the wind turbine including a rotor blade. The method also includes regulating a trailing edge surface temperature of a trailing edge portion of the rotor blade. In addition, the method includes measuring the trailing edge surface temperature of the trailing edge portion of the rotor blade. Moreover, the method also includes regulating the trailing edge surface temperature to maintain a predetermined temperature differential between the reference temperature and the trailing edge surface temperature.
- a method for assembling a wind turbine includes at least one rotor blade having a trailing edge, a leading edge, a root, and a tip located at a spanwise distance from the root.
- the trailing edge portion of the rotor blade is defined adjacent the trailing edge of the rotor blade.
- the method includes coupling a heating element to a trailing edge portion of a rotor blade.
- the method also includes electrically coupling a power supply to the heating element.
- the method includes coupling a first temperature sensor to the wind turbine, wherein the first temperature sensor is configured to measure an ambient air temperature of an airflow over the rotor blade.
- the method includes coupling a second temperature sensor to the rotor blade, wherein the second temperature sensor is configured to measure a surface temperature of the trailing edge portion of the rotor blade. Also, the method includes coupling a controller to the wind turbine, wherein the controller is configured to maintain a predetermined temperature differential between the ambient air temperature of the airflow and the surface temperature of the trailing edge portion of the rotor blade.
- a wind turbine in yet another aspect, includes a rotor having a hub and at least one rotor blade coupled to the hub.
- the at least one rotor blade includes a body having a pressure side surface, a suction side surface, a leading edge, and a trailing edge.
- the body further includes a trailing edge portion defined adjacent the trailing edge.
- the rotor blade also includes a heating element coupled to the trailing edge portion of the body.
- the wind turbine includes a first temperature sensor configured to measure a first surface temperature of the at least one rotor blade proximate the leading edge.
- the wind turbine includes a second temperature sensor configured to measure a second surface temperature of the at least one rotor blade proximate the trailing edge portion of the body.
- the wind turbine includes a power supply electrically coupled to the heating element. Further, the wind turbine includes a control system coupled to the first and second temperature sensors. The control system is configured to operate the heating element by receiving a first measured surface temperature signal from the first temperature sensor and receiving a second measured surface temperature signal from the second temperature sensor. The control system actuates the power supply to achieve a predetermined temperature differential between the first surface temperature and the second surface temperature.
- FIG. 1 is a schematic view of an exemplary wind turbine
- FIG. 2 is a schematic view of an exemplary nacelle that may be used with the wind turbine shown in FIG. 1 ;
- FIG. 3 is an electrical schematic diagram of the wind turbine shown in FIG. 1 ;
- FIG. 4 is a perspective view of an exemplary rotor blade that may be used with the wind turbine shown in FIG. 1 ;
- FIG. 5 is a cross-sectional view of the rotor blade shown in FIG. 4 ;
- FIG. 6 is a flowchart illustrating an exemplary feedback loop or closed-loop method for reducing noise generated by the wind turbine shown in FIG. 1 ;
- FIG. 7 is a flowchart illustrating an alternative feedback loop or closed-loop method for reducing noise generated by the wind turbine shown in FIG. 1 .
- Approximating language may be applied to modify any quantitative representation that could permissibly vary without resulting in a change in the basic function to which it is related. Accordingly, a value modified by a term or terms, such as “about,” “approximately,” and “substantially,” are not to be limited to the precise value specified. In at least some instances, the approximating language may correspond to the precision of an instrument for measuring the value.
- range limitations may be combined and/or interchanged; such ranges are identified and include all the sub-ranges contained therein unless context or language indicates otherwise.
- processor and “computer” and related terms, e.g., “processing device,” “computing device,” and “controller,” are not limited to just those integrated circuits referred to in the art as a computer, but broadly refers to a microcontroller, a microcomputer, a programmable logic controller (PLC), an application specific integrated circuit, and other programmable circuits, and these terms are used interchangeably herein.
- memory may include, but is not limited to, a computer-readable medium, such as a random access memory (RAM), and a computer-readable non-volatile medium, such as flash memory.
- additional input channels may be, but are not limited to, computer peripherals associated with an operator interface such as a mouse and a keyboard.
- computer peripherals may also be used that may include, for example, but not be limited to, a scanner.
- additional output channels may include, but not be limited to, an operator interface monitor.
- the terms “software” and “firmware” are interchangeable, and include any computer program stored in memory for execution by personal computers, workstations, clients, and servers.
- non-transitory computer-readable media is intended to be representative of any tangible computer-based device implemented in any method or technology for short-term and long-term storage of information, such as, computer-readable instructions, data structures, program modules and sub-modules, or other data in any device. Therefore, the methods described herein may be encoded as executable instructions embodied in a tangible, non-transitory, computer readable medium, including, without limitation, a storage device, and/or a memory device. Such instructions, when executed by a processor, cause the processor to perform at least a portion of the methods described herein.
- non-transitory computer-readable media includes all tangible, computer-readable media, including, without limitation, non-transitory computer storage devices, including, without limitation, volatile and nonvolatile media, and removable and non-removable media such as a firmware, physical and virtual storage, CD-ROMs, DVDs, and any other digital source such as a network or the Internet, as well as yet to be developed digital means, with the sole exception being a transitory, propagating signal.
- the term “real-time” refers to at least one of the time of occurrence of the associated events, the time of measurement and collection of predetermined data, the time to process the data, and the time of a system response to the events and the environment. In the embodiments described herein, these activities and events occur substantially instantaneously.
- wind turbine is intended to be representative of any device that generates rotational energy from wind energy, and more specifically, converts kinetic energy of wind into mechanical energy.
- wind turbine generator is intended to be representative of any wind turbine that generates electrical power from rotational energy generated from wind energy, and more specifically, converts mechanical energy converted from kinetic energy of wind to electrical power.
- blade is intended to be representative of any device that provides reactive force when in motion relative to a surrounding fluid.
- edge is intended to be representative of a side formed by the intersection of two things (e.g., sides, surfaces, etc.). An “edge,” as used herein, may include a curved surface.
- leading edge is intended to be representative of a side formed by the intersection of a pressure side and a suction side of a blade that first comes into contact with a fluid, such as air.
- trailing edge is intended to be representative of a side formed by the intersection of a pressure side and a suction side of a blade downstream of the leading edge and is the last edge contacted by the fluid.
- the systems and methods described herein are applicable to any type of airfoil, for example, blades used in aero engines, fan blades, aircraft wings, and/or other airfoils that generate self-noise, such as trailing edge noise.
- FIG. 1 is a schematic view an exemplary wind turbine 10 .
- Wind turbine 10 described and illustrated herein is a wind generator for generating electrical power from wind energy.
- wind turbine 10 may be, in addition or alternative to a wind generator, any type of wind turbine, such as, but not limited to, a windmill (not shown).
- wind turbine 10 described and illustrated herein includes a horizontal-axis configuration.
- wind turbine 10 may include, in addition or alternative to the horizontal-axis configuration, a vertical-axis configuration (not shown).
- Wind turbine 10 may be coupled to an electrical load (not shown), such as, but not limited to, a power grid, for receiving electrical power therefrom to drive operation of wind turbine 10 and/or its associated components and/or for supplying electrical power generated by wind turbine 10 thereto. Although only one wind turbine 10 is shown in FIG. 1 , in some embodiments a plurality of wind turbines 10 may be grouped together, which is generally referred to as a “wind park.”
- wind turbine 10 includes a body 16 , generally referred to as a “nacelle,” and a rotor 18 that is coupled to nacelle 16 for rotation with respect thereto about an axis of rotation 20 .
- Nacelle 16 is mounted on a tower 14 .
- wind turbine 10 includes nacelle 16 adjacent the ground and/or a surface of water (not shown).
- a height of tower 14 may be any suitable height that enables wind turbine 10 to function as described herein.
- Rotor 18 includes a hub 22 and a plurality of rotor blades 24 , sometimes referred to as “airfoils,” that extend radially outward from hub 22 .
- Rotor blades 24 function to convert an airflow 12 , or wind energy into mechanical energy, and specifically, rotational energy.
- rotor 18 is described and illustrated herein as having three rotor blades 24 , rotor 18 may have any number of rotor blades 24 that enable wind turbine 10 to function as described herein.
- Rotor blades 24 may each have any length that enables wind turbine 10 to function as described herein.
- one or more of rotor blades 24 are about 0.5 meters (m) (about 1.64 feet (ft.)) long, while in another suitable embodiment one or more of rotor blades 24 are about 50 m (about 164 ft.) long.
- rotor blade 24 lengths include about 10 m (about 32.8 ft.) or less, about 20 m (about 65.6 ft.), about 37 m (about 121.4 ft.), and about 40 m (about 131.2 ft.). Still other examples include rotor blades between about 50 and about 100 meters long (about 164 ft. to about 328 ft.).
- rotor 18 may include rotor blades 24 of any shape, and may include rotor blades 24 of any type and/or any configuration, whether such shape, type, and/or configuration is described and/or illustrated herein.
- rotor blades 24 may include rotor blades 24 of any type and/or any configuration, whether such shape, type, and/or configuration is described and/or illustrated herein.
- a ducted rotor (not shown) having a turbine (not shown) contained within a duct (not shown).
- wind turbine 10 may, in some suitable embodiments, be a wind turbine wherein rotor 18 generally faces upwind to harness wind energy, and/or may be a wind turbine wherein rotor 18 generally faces downwind to harness energy.
- rotor 18 may not face exactly upwind and/or downwind, but may face generally at any angle (which may be variable) with respect to a direction of the wind to harness energy therefrom.
- FIG. 2 is a schematic view of nacelle 16 that may be used with wind turbine 10 .
- wind turbine 10 includes an electrical generator 26 coupled to rotor 18 for generating electrical power from the rotational energy generated by rotor 18 .
- Generator 26 may be any type of generator including, but not limited to, a synchronous, three-phase, permanent magnet generator, a salient pole generator, a double-sided stator generator, and/or a doubly-fed induction generators.
- the torque of rotor 18 drives generator 26 to thereby generate electrical power from rotation of rotor 18 .
- wind turbine 10 includes a computer control system, or controller 30 coupled to at least one of the components of wind turbine 10 for generally controlling operation of wind turbine 10 and/or some or all of the components thereof.
- controller 30 is mounted within nacelle 16 .
- controller 30 may be remote from nacelle 16 and/or other components of wind turbine 10 .
- Controller 30 may be used for, but is not limited to, overall system monitoring and control including, for example, without limitation, blade heating control, pitch and speed regulation, high-speed shaft and yaw brake application, yaw and pump motor application, and/or fault monitoring.
- Alternative distributed or centralized control architectures may be used in some suitable embodiments.
- controller 30 is any type of controller typically provided by a manufacturer of wind turbine 10 to control operation of wind turbine 10 .
- controller 30 is a computer system that includes at least one processor (not shown) and at least one memory device (not shown) that executes executable instructions to control the operation of wind turbine 10 based at least partially on instructions from human operators.
- controller 30 is a device that enables operation of wind turbine 10 as described herein, including, without limitation, a laptop computer, a desktop computer, a distributed control system (DCS), a PLC, a Supervisory Control and Data Acquisition (SCADA) system, and a hand-held device.
- controller 30 includes a display device (not shown) configured to present information, such as, without limitation, operating conditions of wind turbine 10 , to a user. Alternatively, the display device may be omitted from controller 30 .
- FIG. 3 is an electrical schematic diagram of wind turbine 10 .
- wind turbine 10 includes at least one temperature sensor 32 coupled substantially flush to a corresponding rotor blade 24 for measuring a reference temperature, for example, without limitation, a reference temperature of rotor blade 24 .
- temperature sensor 32 can be coupled to any part of wind turbine 10 that enables temperature sensor 32 to function as described herein, for example, without limitation, to nacelle 16 , hub 22 , tower 14 , etc.
- the reference temperature refers to, for example, without limitation, a surface temperature of a component of wind turbine 10 positioned away from a heating element (not shown in FIG.
- temperature sensor 32 is coupled in electronic data communication to controller 30 for sending temperature measurement signals to controller 30 for processing thereof.
- Temperature sensor 32 may be any suitable temperature sensor, for example, an electronic thermometer, a resistance temperature detector (RTD), a thermocouple, etc., having any suitable location within rotor blade 24 that enables wind turbine 10 to function as described herein.
- wind turbine 10 includes at least one sensor 34 configured to measure ambient air temperature.
- the ambient air temperature refers to the temperature of the air surrounding rotor blade 24 , and more specifically, the temperature of airflow 12 over rotor blade 24 .
- Sensor 34 may be any suitable sensor having any suitable location within or remote to wind turbine 10 , such as, but not limited to, electronic thermometers.
- Sensor 34 is coupled in electronic data communication to controller 30 for sending ambient air temperature measurement signals to controller 30 for processing thereof.
- Wind turbine 10 may also include one or more other sensors (not shown) coupled to one or more components of wind turbine 10 and/or the electrical load, whether such component(s) are described or illustrated herein, for measuring parameters of such component(s) and/or for measuring other ambient conditions.
- Such other sensor(s) may include, but are not limited to, sensors configured to measure any ambient condition, any operational parameter of any wind turbine component, displacement, yaw, pitch, moments, strain, stress, twist, damage, failure, rotor torque, rotor speed, an anomaly in the electrical load, and/or an anomaly of power supplied to any component of wind turbine 10 .
- Such other sensors may couple to any component of wind turbine 10 and/or the electrical load at any location thereof for measuring any parameter thereof, whether such component, location, and/or parameter is described and/or illustrated herein, and may be used to derive other measurements, e.g., without limitation, viscosity.
- a power supply 36 is coupled in electronic data communication to controller 30 such that controller 30 controls the operation of power supply 36 .
- Power supply 36 may be configured to supply electrical power via stored energy and/or energy extracted from the rotational inertia of rotor 18 .
- power supply 36 includes hydraulic accumulators, electrical generators, capacitors, and/or batteries. Power supply 36 may be located anywhere within, on, adjacent to, and/or remote from wind turbine 10 .
- power supply 36 is configured to store energy that is extracted from the rotational inertia of rotor 18 and/or other auxiliary energy sources such as, but not limited to, an auxiliary wind turbine (not shown) coupled to wind turbine 10 , solar panels (not shown), and/or hydro-power installations (not shown).
- auxiliary wind turbine not shown
- solar panels not shown
- hydro-power installations not shown
- controller 30 is configured to receive measurement signals from the plurality of temperature sensors 32 and the ambient air temperature sensor 34 .
- controller 30 is configured to generate a differential temperature value between the reference temperature and a heated or trailing edge surface temperature measured on rotor blades 24 .
- controller 30 is configured to control power supply 36 to supply power to or to stop the supply of power to a device, such as, for example, a heating element 100 while wind turbine 10 is in service.
- FIG. 4 is a perspective view of one of rotor blades 24 that may be used with wind turbine 10 (shown in FIG. 1 ).
- rotor blade 24 includes a body 80 that extends along a central axis 78 between a root 82 that couples to hub 22 (shown in FIGS. 1-3 ) and a tip 84 , thereby defining a span S.
- Body 80 includes a pressure side surface 86 and a suction side surface 88 .
- Pressure side surface 86 and suction side surface 88 each extend between a leading edge 90 and a trailing edge 92 .
- Leading edge 90 and trailing edge 92 are each formed by an intersection between pressure side surface 86 and the suction side surface 88 .
- Body 80 includes a leading edge portion 94 , which includes a portion of body 80 generally adjacent leading edge 90 , and a trailing edge portion 96 , which includes a portion of body 80 generally adjacent trailing edge 92 .
- rotor blade 24 includes at least one heating element 100 coupled to trailing edge portion 96 .
- Heating element 100 may be coupled to one or more of pressure side surface 86 and suction side surface 88 .
- Heating element 100 is electrically coupled to power supply 36 (shown in FIG. 3 ) for providing the necessary electrical power to produce thermal energy. When powered, heating element 100 radiates thermal energy to enable a temperature of blade 24 proximate heating element 100 to be increased with respect to an ambient temperature.
- heating element 100 can be configured to operate independently from other heating elements 100 (not shown) coupled to other rotor blades 24 .
- rotor blade 24 may include more than one heating element 100 and is preferably provided with a sufficient number of heating elements 100 to provide a predetermined coverage area for trailing edge portion 96 of rotor blade 24 .
- heating element 100 is similar to those heating pads used in de-ice and anti-ice systems for various airfoils and may include various electrical heating elements known in the art.
- heating element 100 may be a commercially available resistive heating element formed as a heating pad that employs a laminate structure in which a flexible expanded graphite foil (not shown) is an electrical and heat conducting layer disposed between an outer heat conducting layer (not shown) and an electrically insulating layer (not shown).
- heating element 100 has one or more temperature sensors 32 embedded within heating element 100 to provide a temperature signal to controller 30 .
- FIG. 5 is a cross-sectional view of one of rotor blades 24 .
- heating element 100 is bonded to or is a component of trailing edge portion 96 of blade 24 , including both pressure side surface 86 and suction side surface 88 .
- heating element 100 may be coupled to only one of pressure side surface 86 and suction side surface 88 .
- at least one heating element 100 is coupled substantially flush to pressure side surface 86 and at least one heating element 100 is coupled substantially flush to suction side surface 88 .
- each of heating elements 100 extend from trailing edge 92 a length in the range between approximately 2.5% to approximately 50% of a chord length C of rotor blade 24 .
- heating elements 100 extend from trailing edge 92 including a range between approximately 5% to approximately 15% of chord length C of rotor blade 24 . Furthermore, with reference to FIG. 4 , each of heating elements 100 extend from tip 84 toward root 82 a distance in the range between approximately 20% to approximately 100% of span S of rotor blade 24 . In one suitable embodiment, heating elements 100 extend from tip 84 toward root 82 in a range between approximately 25% to approximately 40% of span S of rotor blade 24 .
- the methods described facilitate reducing a skin friction of rotor blades 24 locally at trailing edge portion 96 by heating a portion of one or more of pressure side surface 86 and suction side surface 88 , and thus the local boundary layer (not shown) of airflow 12 over rotor blades 24 .
- Heating the boundary layer of airflow 12 results in a reduction of turbulent kinetic energy in airflow 12 proximate trailing edge portion 96 , and thus a reduction in radiated trailing edge noise.
- the methods facilitate reducing the dependency of wind turbine operators on noise-reduced operations (NRO), which results in a net gain of annual energy production.
- NRO noise-reduced operations
- FIG. 6 is a flowchart illustrating an exemplary feedback loop or closed-loop method 200 for reducing noise generated by a wind turbine, such as, but not limited to, wind turbine 10 (shown in FIGS. 1-3 ).
- method 200 includes measuring 202 a reference temperature T ref , for example, the surface temperature T ref in the vicinity of the leading edge of rotor blade 24 , for example, using one of temperature sensors 32 as the ambient temperature sensor 34 .
- Reference temperature T ref is used by controller 30 as a baseline boundary layer temperature of airflow 12 .
- Controller 30 which controls power supply 36 , actuates power supply 36 , which is electrically coupled to heating element 100 , causing heating element 100 to change temperature 204 , such that heating element 100 is changed to a temperature above reference temperature T ref .
- T ref temperature above reference temperature
- trailing edge portion 96 of rotor blades 24 including a portion of one or more of pressure side surface 86 and suction side surface 88 , increases in temperature creating a temperature differential T diff between leading edge portion 94 and trailing edge portion 96 of rotor blades 24 .
- actuation of power supply 36 may cause heating element 100 to decrease in temperature.
- V velocity of airflow 12
- the skin friction of rotor blades 24 is proportional to the Reynolds number Re.
- Reynolds number Re the Reynolds number of rotor blades 24.
- method 200 also includes measuring 206 a trailing edge surface temperature T te of trailing edge portion 96 , i.e. measuring a temperature of heating element 100 , and therefore the temperature of the boundary layer T bl of airflow 12 at heating element 100 .
- Controller 30 calculates temperature differential T diff between leading edge portion 94 (at Tref) and trailing edge portion 96 (at T te ) of rotor blades 24 in real-time, taking substantially continuous temperature measurements and calculating substantially continuous temperature differentials T diff in a feedback loop.
- Controller 30 regulates 208 second temperature T te of trailing edge portion 96 of rotor blade 24 to maintain a predetermined temperature differential T diff between reference temperature T ref of rotor blade 24 and trailing edge surface temperature T te of the heated trailing edge portion 96 of the rotor blade 24 . More specifically, controller 30 regulates the supply of power from power supply 36 to heating element 100 in real-time to maintain a predefined T diff .
- method 200 operates in a feedback loop or closed-loop manner such that following regulation 208 of the trailing edge portion 96 temperature T te , the controller measures uses regulated temperature T te and reference temperature T ref to maintain predetermined temperature differential T diff .
- This feedback loop continues throughout implementation of the thermal boundary layer to reduce trailing edge noise.
- the AEP losses associated with different wind turbines operating in an NRO mode versus a heating boundary layer operation can vary.
- operating wind turbine 10 by thermal control of a boundary layer with a temperature differential T diff in the range between about 5 degrees Celsius (° C.) (41 degrees Fahrenheit (° F.)) and about 40° C. (104° F.) is expected to result in an AEP net gain in the range between about 1.7% and about 2.8% compared to operating wind turbine 10 in an NRO mode.
- FIG. 7 is a flowchart illustrating a method of assembling wind turbine 10 (shown in FIGS. 1-3 ).
- Wind turbine 10 include at least one rotor blade 24 having trailing edge 92 , leading edge 90 , root 82 , and tip 84 located at spanwise distance S from the root.
- Wind turbine 10 further includes trailing edge portion 96 defined adjacent trailing edge 92 of rotor blade 24 .
- Method 300 includes coupling 302 heating element 100 to trailing edge portion 96 of rotor blade 24 .
- Method 300 also includes electrically coupling 304 power supply 36 to heating element 100 to facilitate decreasing the skin friction of trailing edge portion 96 of rotor blade 24 .
- controller 30 actuating power supply 36 to supply electrical power to heating element 100 , thereby causing heating element 100 to increase in temperature over the reference temperature of rotor blade 24 .
- heating element 100 increases in temperature
- trailing edge portion 96 of rotor blade 24 including a portion of one or more of pressure side surface 86 and suction side surface 88 , increases in temperature, thereby creating temperature differential T diff between leading edge portion 94 and trailing edge portion 96 of rotor blades 24 .
- Method 300 also includes coupling 306 temperature sensor 34 to wind turbine 10 for measuring an ambient air temperature T amb of airflow 12 , i.e. temperature of airflow 12 over rotor blade 24 .
- Ambient air temperature T amb is used by controller 30 as a baseline boundary layer temperature of airflow 12 .
- boundary layer temperature T bl proximate heating element 100 increases, facilitating reducing the production of turbulence near trailing edge 92 , which results in lowering the trailing edge noise.
- method 300 includes coupling 308 temperature sensor 32 to rotor blade 24 for measuring trailing edge surface temperature T te of trailing edge portion 96 of rotor blade 24 , i.e., heating element 100 , which is substantially similar to boundary layer temperature T bl of airflow 12 at heating element 100 .
- Method 300 also includes coupling 310 controller 30 to wind turbine 10 .
- controller 30 calculates temperature differential T diff between ambient temperature T amb and trailing edge surface temperature T te of rotor blades 24 in real-time. Controller 30 regulates the supply of power from power supply 36 to heating element 100 in real-time to maintain a predefined T diff , thereby reducing trailing edge noise of rotor blades 24 .
- the methods, apparatus, and systems described herein facilitate reducing the trailing edge noise generated by airfoils by heating the boundary layer locally at the trailing edge of the airfoil.
- the methods, apparatus, and systems described herein facilitate increasing the temperature of the trailing edge portion of an airfoil to facilitate reducing the skin friction associated with the airfoil, therefore reducing or delaying the transition of the boundary layer from laminar to turbulent flow. It is the boundary layer interaction with the trailing edge of an airfoil is the primary source of wind turbine noise. Therefore, the methods, apparatus, and systems described herein facilitate reducing the dependency of wind turbine operators on noise-reduced operations, thus resulting in a net gain of annual energy production.
- An exemplary technical effect of the methods, systems, and apparatus described herein includes at least one of: (a) heating a trailing edge portion of a rotor blade to a temperature above a temperature of the leading edge of the airfoil to facilitate decreasing a skin friction of the trailing edge of the airfoil; (b) increasing the temperature of the boundary layer of airflow over the rotor blade to facilitate reducing the density and the kinematic viscosity of the airflow, an in turn, the local Reynolds number; and (c) decreasing trailing edge noise associated with the airfoil due to a turbulent airflow over the trailing edge of the airfoil by reducing the production of turbulence at the trailing edge.
- Exemplary embodiments of a wind turbine implementing a thermal boundary layer and methods for operating the same are described above in detail.
- the methods, systems, and apparatus are not limited to the specific embodiments described herein, but rather, components of the systems and apparatus, and/or steps of the methods may be utilized independently and separately from other components and/or steps described herein.
- the heating elements and methods may also be used in combination with other airfoils and methods, and are not limited to practice with only the wind turbine blades and systems as described herein. Rather, the exemplary embodiment can be implemented and utilized in connection with many other airfoil applications.
- Some embodiments involve the use of one or more electronic or computing devices.
- Such devices typically include a processor or controller, such as a general purpose central processing unit (CPU), a graphics processing unit (GPU), a microcontroller, a reduced instruction set computer (RISC) processor, an application specific integrated circuit (ASIC), a programmable logic circuit (PLC), and/or any other circuit or processor capable of executing the functions described herein.
- the methods described herein may be encoded as executable instructions embodied in a computer readable medium, including, without limitation, a storage device, and/or a memory device. Such instructions, when executed by a processor, cause the processor to perform at least a portion of the methods described herein.
- the above examples are exemplary only, and thus are not intended to limit in any way the definition and/or meaning of the term processor.
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Abstract
Description
Re=ρVL/μ, Eq. (1)
Claims (20)
Priority Applications (4)
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US14/266,108 US9593670B2 (en) | 2014-04-30 | 2014-04-30 | System and methods for reducing wind turbine noise |
EP15164370.7A EP2940294B1 (en) | 2014-04-30 | 2015-04-21 | System and methods for reducing wind turbine noise |
DK15164370.7T DK2940294T3 (en) | 2014-04-30 | 2015-04-21 | SYSTEM AND PROCEDURES TO REDUCE WINDOW NOISE |
CA2888726A CA2888726C (en) | 2014-04-30 | 2015-04-23 | Turbine blade temperature control for noise reduction |
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US14/266,108 US9593670B2 (en) | 2014-04-30 | 2014-04-30 | System and methods for reducing wind turbine noise |
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US9593670B2 true US9593670B2 (en) | 2017-03-14 |
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US9593670B2 (en) * | 2014-04-30 | 2017-03-14 | General Electric Company | System and methods for reducing wind turbine noise |
US10156224B2 (en) * | 2015-03-13 | 2018-12-18 | General Electric Company | System and method for controlling a wind turbine |
US10400744B2 (en) | 2016-04-28 | 2019-09-03 | General Electric Company | Wind turbine blade with noise reducing micro boundary layer energizers |
Citations (63)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US2690890A (en) * | 1949-02-25 | 1954-10-05 | Wind Turbine Company | Deicing system for airfoil structures |
US2695146A (en) * | 1951-06-21 | 1954-11-23 | Gen Motors Corp | Aircraft propeller blade with deicing means |
US2742248A (en) * | 1952-02-16 | 1956-04-17 | Curtiss Wright Corp | Propeller blade de-icing |
US3109913A (en) * | 1960-09-02 | 1963-11-05 | Jr John E Galajda | Electrically heated mixing device |
US4786020A (en) * | 1988-01-29 | 1988-11-22 | The United States Of America As Represented By The Secretary Of The Air Force | System for boundary layer control through pulsed heating of a strip heater |
US4932610A (en) | 1986-03-11 | 1990-06-12 | The United States Of America As Represented By The United States National Aeronautics And Space Administration | Active control of boundary layer transition and turbulence |
US4993593A (en) * | 1989-07-21 | 1991-02-19 | Ralph Fabiano | Apparatus and methods for dispensing a flowable medium |
US5230606A (en) * | 1992-08-26 | 1993-07-27 | Chin Fu Ke | Electric fan with hot air/cold air dual-mode control |
WO1994000342A1 (en) | 1992-06-26 | 1994-01-06 | British Technology Group Usa Inc. | Electromagnetic device and method for boundary layer control |
EP0589728A1 (en) | 1992-09-25 | 1994-03-30 | British Aerospace Public Limited Company | Boundary layer control systems |
US5341677A (en) | 1992-11-20 | 1994-08-30 | Maris John M | Method of aerodynamic stall-turbulence indication |
US5368384A (en) * | 1993-08-20 | 1994-11-29 | Duncan; J. Kenneth | Hand-held mixing device with heating element |
CA2150628A1 (en) | 1994-06-02 | 1995-12-03 | Lawrence Sirovich | Method of and apparatus for controlling turbulence in boundary layer and other wall-bounded fluid flow fields |
US5934617A (en) * | 1997-09-22 | 1999-08-10 | Northcoast Technologies | De-ice and anti-ice system and method for aircraft surfaces |
EP0939028A2 (en) | 1998-02-27 | 1999-09-01 | The Boeing Company | Method and apparatus using localized heating for laminar flow |
US6065334A (en) | 1996-05-17 | 2000-05-23 | Stichting Energieonderzoek Centrum Nederland | Device for rendering visible the fluid flow over a surface |
US6419447B1 (en) * | 1999-11-19 | 2002-07-16 | Mitsubishi Heavy Industries, Ltd. | Gas turbine equipment and turbine blade |
US6474935B1 (en) | 2001-05-14 | 2002-11-05 | General Electric Company | Optical stall precursor sensor apparatus and method for application on axial flow compressors |
US20030031555A1 (en) * | 2001-08-13 | 2003-02-13 | Noe Mark Eugene | Tangential flow baffle |
US20070147996A1 (en) * | 2005-12-22 | 2007-06-28 | Siemens Power Generation, Inc. | Airfoil with heating source |
US7331760B2 (en) * | 2003-08-08 | 2008-02-19 | Shin Caterpillar Mitsubishi Ltd. | Fan revolution speed control method |
EP1908927A1 (en) | 2006-09-27 | 2008-04-09 | General Electric Company | Method and apparatus for an aerodynamic stability management system |
US20080298964A1 (en) * | 2005-11-01 | 2008-12-04 | Rimmen Peter De Place | Method For Prolonging And/Or Controlling The Life Of One Or More Heat Generating And/Or Passive Components In A Wind Turbine, A Wind Turbine, And Use Thereof |
US20090097976A1 (en) * | 2007-10-15 | 2009-04-16 | General Electric Company | Active damping of wind turbine blades |
US20090280011A1 (en) * | 2008-05-07 | 2009-11-12 | Rolls-Royce Plc | Blade arrangement |
EP2180183A1 (en) | 2008-10-23 | 2010-04-28 | Siemens Aktiengesellschaft | Stall detection by use of pressure sensors |
WO2010069534A1 (en) | 2008-12-16 | 2010-06-24 | Vestas Wind Systems A/S | Turbulence sensor and blade condition sensor system |
EP2202408A2 (en) | 2008-12-23 | 2010-06-30 | General Electric Company | Aerodynamic device for detection of wind turbine blade operation |
EP2246559A2 (en) | 2009-04-30 | 2010-11-03 | General Electric Company | Wind turbine blade with integrated stall sensor and associated method of detecting stall of a wind turbine blade |
US20100284785A1 (en) | 2007-12-28 | 2010-11-11 | Aspi Rustom Wadia | Fan Stall Detection System |
US7845236B2 (en) | 2008-08-26 | 2010-12-07 | General Electric Company | Resistive contact sensors for large blade and airfoil pressure and flow separation measurements |
US8152440B2 (en) | 2008-08-26 | 2012-04-10 | General Electric Company | Resistive contact sensors for large blade and airfoil pressure and flow separation measurements |
US8185291B2 (en) | 2006-05-19 | 2012-05-22 | Ihi Corporation | Stall prediction apparatus, prediction method thereof, and engine control system |
WO2012079619A1 (en) | 2010-12-14 | 2012-06-21 | Gn Netcom A/S | Docking station for a handheld telecommunication device |
US20120195758A1 (en) * | 2011-01-31 | 2012-08-02 | Narendra Are | Methods and Systems For Controlling Thermal Differential In Turbine Systems |
US20120231405A1 (en) * | 2011-03-11 | 2012-09-13 | Moritz Dreher | Wind turbine and method for heating a component in a wind turbine |
WO2012122669A1 (en) | 2011-03-14 | 2012-09-20 | General Electric Company | Wind turbine blades with air pressure sensors |
US8408871B2 (en) | 2008-06-13 | 2013-04-02 | General Electric Company | Method and apparatus for measuring air flow condition at a wind turbine blade |
US20130177416A1 (en) * | 2012-01-10 | 2013-07-11 | Nordex Energy Gmbh | Wind turbine and method for operating said wind turbine wherein a risk of icing is determined on the basis of meteorological data |
US20130194729A1 (en) | 2012-02-01 | 2013-08-01 | Zyxel Communications, Inc. | Docking station |
US20130193756A1 (en) | 2012-02-01 | 2013-08-01 | Canon Kabushiki Kaisha | Power supply device, electronic device, control method, and recording medium |
US20130200843A1 (en) | 2012-02-06 | 2013-08-08 | Canon Kabushiki Kaisha | Electronic apparatus, control method and recording medium |
US20130217246A1 (en) | 2005-09-26 | 2013-08-22 | Apple Inc. | Headset Connector |
US20130249479A1 (en) | 2011-01-18 | 2013-09-26 | Mojo Mobility, Inc. | Systems and methods for wireless power transfer |
US20130260677A1 (en) | 2008-05-07 | 2013-10-03 | Mojo Mobility, Inc. | Contextually aware charging of mobile devices |
US20130277455A1 (en) | 2008-10-22 | 2013-10-24 | Graco Minnesota Inc. | Portable airless sprayer |
US8595283B2 (en) | 2003-02-10 | 2013-11-26 | Nokia Corporation | Content delivery according to device activity |
US20130314303A1 (en) | 2010-02-28 | 2013-11-28 | Osterhout Group, Inc. | Ar glasses with user action control of and between internal and external applications with feedback |
US20130335003A1 (en) | 2012-06-15 | 2013-12-19 | Remote Access Systems, Inc. | Personal electronic device carrying case having an integrated battery-powered charger |
US20130335914A1 (en) | 2012-06-19 | 2013-12-19 | Samsung Electronics Co., Ltd. | Docking station for portable terminal |
US20130341406A1 (en) | 2010-05-28 | 2013-12-26 | Datalogic ADC, Inc. | Data reader with multiple modes of operation |
US20130346661A1 (en) | 2012-06-25 | 2013-12-26 | Hendricks Investment Holdings, Llc | Methods and systems for mobile device docking |
WO2014007655A2 (en) | 2012-02-02 | 2014-01-09 | Fisher & Paykel Healthcare Limited | Respiratory assistance apparatus |
US20140008093A1 (en) | 2012-07-06 | 2014-01-09 | Robert Bosch Gmbh | Cordless power tool with usb charging |
US20140035527A1 (en) | 2011-01-19 | 2014-02-06 | Larry Hayashigawa | Electric vehicle docking connector with embedded evse controller |
US8657238B2 (en) | 2011-07-05 | 2014-02-25 | The Boeing Company | Retractable vortex generator for reducing stall speed |
US20140248123A1 (en) * | 2011-09-30 | 2014-09-04 | Vestas Wind Systems A/S | Control of wind turbines |
US20140308129A1 (en) * | 2013-04-15 | 2014-10-16 | Hitachi, Ltd. | Wind Power Generation System |
US20150023792A1 (en) * | 2013-07-17 | 2015-01-22 | Adios Patent Gmbh I.Gr. | Wind turbine rotor blade de-icing process and wind turbine rotor blade de-icing system |
US20150211572A1 (en) * | 2012-08-06 | 2015-07-30 | Willic S.A.R.L. | Control method, program and system for controlling the bearing preload of a wind turbine and wind turbine comprising such control system |
US20150260047A1 (en) * | 2014-03-11 | 2015-09-17 | Hamilton Sundstrand Corporation | Resistive-inductive propeller blade de-icing system including contactless power supply |
US20150303369A1 (en) * | 2012-11-08 | 2015-10-22 | Saab Ab | De-icing arrangement and method for de-icing a structural element |
US20150316032A1 (en) * | 2014-04-30 | 2015-11-05 | General Electric Company | System and methods for reducing wind turbine noise |
-
2014
- 2014-04-30 US US14/266,108 patent/US9593670B2/en active Active
-
2015
- 2015-04-21 DK DK15164370.7T patent/DK2940294T3/en active
- 2015-04-21 EP EP15164370.7A patent/EP2940294B1/en active Active
- 2015-04-23 CA CA2888726A patent/CA2888726C/en active Active
Patent Citations (68)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US2690890A (en) * | 1949-02-25 | 1954-10-05 | Wind Turbine Company | Deicing system for airfoil structures |
US2695146A (en) * | 1951-06-21 | 1954-11-23 | Gen Motors Corp | Aircraft propeller blade with deicing means |
US2742248A (en) * | 1952-02-16 | 1956-04-17 | Curtiss Wright Corp | Propeller blade de-icing |
US3109913A (en) * | 1960-09-02 | 1963-11-05 | Jr John E Galajda | Electrically heated mixing device |
US4932610A (en) | 1986-03-11 | 1990-06-12 | The United States Of America As Represented By The United States National Aeronautics And Space Administration | Active control of boundary layer transition and turbulence |
US4786020A (en) * | 1988-01-29 | 1988-11-22 | The United States Of America As Represented By The Secretary Of The Air Force | System for boundary layer control through pulsed heating of a strip heater |
US4993593A (en) * | 1989-07-21 | 1991-02-19 | Ralph Fabiano | Apparatus and methods for dispensing a flowable medium |
WO1994000342A1 (en) | 1992-06-26 | 1994-01-06 | British Technology Group Usa Inc. | Electromagnetic device and method for boundary layer control |
US5320309A (en) | 1992-06-26 | 1994-06-14 | British Technology Group Usa, Inc. | Electromagnetic device and method for boundary layer control |
US5230606A (en) * | 1992-08-26 | 1993-07-27 | Chin Fu Ke | Electric fan with hot air/cold air dual-mode control |
EP0589728A1 (en) | 1992-09-25 | 1994-03-30 | British Aerospace Public Limited Company | Boundary layer control systems |
US5341677A (en) | 1992-11-20 | 1994-08-30 | Maris John M | Method of aerodynamic stall-turbulence indication |
US5368384A (en) * | 1993-08-20 | 1994-11-29 | Duncan; J. Kenneth | Hand-held mixing device with heating element |
CA2150628A1 (en) | 1994-06-02 | 1995-12-03 | Lawrence Sirovich | Method of and apparatus for controlling turbulence in boundary layer and other wall-bounded fluid flow fields |
US5595205A (en) | 1994-06-02 | 1997-01-21 | Orlev Scientific Computing Ltd. | Method of and apparatus for controlling turbulence in boundary layer and other wall-bounded fluid flow fields |
US6065334A (en) | 1996-05-17 | 2000-05-23 | Stichting Energieonderzoek Centrum Nederland | Device for rendering visible the fluid flow over a surface |
US5934617A (en) * | 1997-09-22 | 1999-08-10 | Northcoast Technologies | De-ice and anti-ice system and method for aircraft surfaces |
EP0939028A2 (en) | 1998-02-27 | 1999-09-01 | The Boeing Company | Method and apparatus using localized heating for laminar flow |
US6419447B1 (en) * | 1999-11-19 | 2002-07-16 | Mitsubishi Heavy Industries, Ltd. | Gas turbine equipment and turbine blade |
US6474935B1 (en) | 2001-05-14 | 2002-11-05 | General Electric Company | Optical stall precursor sensor apparatus and method for application on axial flow compressors |
US20030031555A1 (en) * | 2001-08-13 | 2003-02-13 | Noe Mark Eugene | Tangential flow baffle |
US8595283B2 (en) | 2003-02-10 | 2013-11-26 | Nokia Corporation | Content delivery according to device activity |
US7331760B2 (en) * | 2003-08-08 | 2008-02-19 | Shin Caterpillar Mitsubishi Ltd. | Fan revolution speed control method |
US20130217246A1 (en) | 2005-09-26 | 2013-08-22 | Apple Inc. | Headset Connector |
US20080298964A1 (en) * | 2005-11-01 | 2008-12-04 | Rimmen Peter De Place | Method For Prolonging And/Or Controlling The Life Of One Or More Heat Generating And/Or Passive Components In A Wind Turbine, A Wind Turbine, And Use Thereof |
US20070147996A1 (en) * | 2005-12-22 | 2007-06-28 | Siemens Power Generation, Inc. | Airfoil with heating source |
US8185291B2 (en) | 2006-05-19 | 2012-05-22 | Ihi Corporation | Stall prediction apparatus, prediction method thereof, and engine control system |
EP1908927A1 (en) | 2006-09-27 | 2008-04-09 | General Electric Company | Method and apparatus for an aerodynamic stability management system |
US20090097976A1 (en) * | 2007-10-15 | 2009-04-16 | General Electric Company | Active damping of wind turbine blades |
US20100284785A1 (en) | 2007-12-28 | 2010-11-11 | Aspi Rustom Wadia | Fan Stall Detection System |
US20090280011A1 (en) * | 2008-05-07 | 2009-11-12 | Rolls-Royce Plc | Blade arrangement |
US20130260677A1 (en) | 2008-05-07 | 2013-10-03 | Mojo Mobility, Inc. | Contextually aware charging of mobile devices |
US8408871B2 (en) | 2008-06-13 | 2013-04-02 | General Electric Company | Method and apparatus for measuring air flow condition at a wind turbine blade |
US8152440B2 (en) | 2008-08-26 | 2012-04-10 | General Electric Company | Resistive contact sensors for large blade and airfoil pressure and flow separation measurements |
US7845236B2 (en) | 2008-08-26 | 2010-12-07 | General Electric Company | Resistive contact sensors for large blade and airfoil pressure and flow separation measurements |
US20130277455A1 (en) | 2008-10-22 | 2013-10-24 | Graco Minnesota Inc. | Portable airless sprayer |
EP2180183A1 (en) | 2008-10-23 | 2010-04-28 | Siemens Aktiengesellschaft | Stall detection by use of pressure sensors |
EP2374010A1 (en) | 2008-12-16 | 2011-10-12 | Vestas Wind Systems A/S | Turbulence sensor and blade condition sensor system |
WO2010069534A1 (en) | 2008-12-16 | 2010-06-24 | Vestas Wind Systems A/S | Turbulence sensor and blade condition sensor system |
US20110246094A1 (en) | 2008-12-16 | 2011-10-06 | Vestas Wind Systems A/S | Turbulence sensor and blade condition sensor system |
EP2202408A2 (en) | 2008-12-23 | 2010-06-30 | General Electric Company | Aerodynamic device for detection of wind turbine blade operation |
EP2246559A2 (en) | 2009-04-30 | 2010-11-03 | General Electric Company | Wind turbine blade with integrated stall sensor and associated method of detecting stall of a wind turbine blade |
US20130314303A1 (en) | 2010-02-28 | 2013-11-28 | Osterhout Group, Inc. | Ar glasses with user action control of and between internal and external applications with feedback |
US20130341406A1 (en) | 2010-05-28 | 2013-12-26 | Datalogic ADC, Inc. | Data reader with multiple modes of operation |
EP2652937A1 (en) | 2010-12-14 | 2013-10-23 | GN Netcom A/S | Docking station for a handheld telecommunication device |
WO2012079619A1 (en) | 2010-12-14 | 2012-06-21 | Gn Netcom A/S | Docking station for a handheld telecommunication device |
US20130249479A1 (en) | 2011-01-18 | 2013-09-26 | Mojo Mobility, Inc. | Systems and methods for wireless power transfer |
US20140035527A1 (en) | 2011-01-19 | 2014-02-06 | Larry Hayashigawa | Electric vehicle docking connector with embedded evse controller |
US20120195758A1 (en) * | 2011-01-31 | 2012-08-02 | Narendra Are | Methods and Systems For Controlling Thermal Differential In Turbine Systems |
US20120231405A1 (en) * | 2011-03-11 | 2012-09-13 | Moritz Dreher | Wind turbine and method for heating a component in a wind turbine |
WO2012122669A1 (en) | 2011-03-14 | 2012-09-20 | General Electric Company | Wind turbine blades with air pressure sensors |
US8657238B2 (en) | 2011-07-05 | 2014-02-25 | The Boeing Company | Retractable vortex generator for reducing stall speed |
US20140248123A1 (en) * | 2011-09-30 | 2014-09-04 | Vestas Wind Systems A/S | Control of wind turbines |
US20130177416A1 (en) * | 2012-01-10 | 2013-07-11 | Nordex Energy Gmbh | Wind turbine and method for operating said wind turbine wherein a risk of icing is determined on the basis of meteorological data |
US20130193756A1 (en) | 2012-02-01 | 2013-08-01 | Canon Kabushiki Kaisha | Power supply device, electronic device, control method, and recording medium |
US20130194729A1 (en) | 2012-02-01 | 2013-08-01 | Zyxel Communications, Inc. | Docking station |
WO2014007655A2 (en) | 2012-02-02 | 2014-01-09 | Fisher & Paykel Healthcare Limited | Respiratory assistance apparatus |
US20130200843A1 (en) | 2012-02-06 | 2013-08-08 | Canon Kabushiki Kaisha | Electronic apparatus, control method and recording medium |
US20130335003A1 (en) | 2012-06-15 | 2013-12-19 | Remote Access Systems, Inc. | Personal electronic device carrying case having an integrated battery-powered charger |
US20130335914A1 (en) | 2012-06-19 | 2013-12-19 | Samsung Electronics Co., Ltd. | Docking station for portable terminal |
US20130346661A1 (en) | 2012-06-25 | 2013-12-26 | Hendricks Investment Holdings, Llc | Methods and systems for mobile device docking |
US20140008093A1 (en) | 2012-07-06 | 2014-01-09 | Robert Bosch Gmbh | Cordless power tool with usb charging |
US20150211572A1 (en) * | 2012-08-06 | 2015-07-30 | Willic S.A.R.L. | Control method, program and system for controlling the bearing preload of a wind turbine and wind turbine comprising such control system |
US20150303369A1 (en) * | 2012-11-08 | 2015-10-22 | Saab Ab | De-icing arrangement and method for de-icing a structural element |
US20140308129A1 (en) * | 2013-04-15 | 2014-10-16 | Hitachi, Ltd. | Wind Power Generation System |
US20150023792A1 (en) * | 2013-07-17 | 2015-01-22 | Adios Patent Gmbh I.Gr. | Wind turbine rotor blade de-icing process and wind turbine rotor blade de-icing system |
US20150260047A1 (en) * | 2014-03-11 | 2015-09-17 | Hamilton Sundstrand Corporation | Resistive-inductive propeller blade de-icing system including contactless power supply |
US20150316032A1 (en) * | 2014-04-30 | 2015-11-05 | General Electric Company | System and methods for reducing wind turbine noise |
Non-Patent Citations (11)
Title |
---|
Agarwal, A. et al., "Broadband Noise From the Unsteady Flow in a Slat Cove," 42nd AIAA Aerospace Sciences Meeting and Exhibit, Jan. 5-8, 2004, Reno, NV (12 pgs). |
Delery, Jean M., Shock wave/turbulent boundary layer interaction and its control, Progress in Aerospace Sciences, ScienceDirect, 1985, pp. 209-280, vol. 22, Issue 4. |
European Search Report and Written Opinion issued in connection with corresponding EP Application No. 15164370.7-1607 dated Aug. 26, 2015. |
Graziani, R. A., et al., An Experimental Study of Endwall and Airfoil Surface Heat Transfer in a Large Scale Turbine Blade Cascade, Journal for Engineering for Power, ASME Digital collections, Apr. 1, 1980, 11 pages, 257-267, vol. 102, Issue 2. |
Kelly Aerospace Thermal Systems, "Wind Turbine Ice Protection System", retrieved from http://www.kellyaerospace.com/wind-turbine-deice.html, 2011, downloaded on Sep. 1, 2015. |
Kramer et al., "Drag Reduction Experiments Using Boundary Layer Heating", AIAA 1990-0134, pp. 1-12, Jan. 1999. |
Maestrello, L., "Measurement and Analysis of the Response Field of Turbulent Boundary Layer Excited Panels," Journal of Sound and Vibration, vol. 2, Issue 3, Jul. 1965, pp. 270-292. |
Schewe, G., "Reynolds-number effects in flow around more-or-less bluff bodies," Journal of Wind Engineering and Industrial Aerodynamics 89 (2001) pp. 1267-1289. |
Watlow Flexible Heaters, product information, retrieved from website URL httos://www.watlow.com/products/heaters/ht-flex.cfm (2 pgs.). |
Watlow, "Flexible Heaters", retrieved from "http://www.watlow.com/products/heaters/ht-flex.cfm", as seen on Jun. 19, 2012, retreived from https://web.archive.org/web/20120619023457/http://www.watlow.com/products/heaters/ht-flex.cfm on Sep. 1, 2015. |
Wind Turbine Ice Protection System (WTIPS), product information, retrieved from website URL http://www.kellyaerospace.com/wind-turbine-deice.html (2 pgs.). |
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US20150316032A1 (en) | 2015-11-05 |
CA2888726A1 (en) | 2015-10-30 |
EP2940294B1 (en) | 2017-02-15 |
CA2888726C (en) | 2022-05-17 |
DK2940294T3 (en) | 2017-03-27 |
EP2940294A1 (en) | 2015-11-04 |
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